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qa-application

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samay-jain / Retrieval-Augmented-Generation-RAG-simple-program

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A lightweight, modular Retrieval-Augmented Generation (RAG) system built with Streamlit, FAISS, and LLMs like OpenAI and Ollama. Upload documents, embed them, and ask intelligent questions with real-time context-aware responses.

embeddings openai nomic chroma faiss python-nlp rag vector-search streamlit gpt4 langchain ollama text-chunking llama3 llm-app simple-rag document-question-answering pdf-nlp qa-application
  • Updated Jun 26, 2025
  • Python

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